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14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021)

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Juan José Gude Prego

    1. Department of Computing, Electronics and Communication Technologies, University of Deusto, Bilbao, Spain

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  2. José Gaviria de la Puerta

    1. Department of Computing, Electronics and Communication Technologies, University of Deusto, Bilbao, Spain

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  3. Pablo García Bringas

    1. Department of Mechanics, Design and Industrial Management, University of Deusto, Bilbao, Spain

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  4. Héctor Quintián

    1. Department of Industrial Engineering, University of A Coruña, Ferrol, Spain

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  5. Emilio Corchado

    1. BISITE Research Group, University of Salamanca, Salamanca, Spain

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  • Presents recent research on computational intelligence in security for information systems
  • Provides proceedings of the 14th International Conference CISIS2021 and 12th International Conference ICEUTE2021
  • Written by experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1400)

Included in the following conference series:

Conference proceedings info: CISIS - ICEUTE 2021.

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About this book

This book of Advances in Intelligent and Soft Computing contains accepted papers presented at CISIS 2021 and ICEUTE 2021, all conferences held in the beautiful and historic city of Bilbao (Spain), in September 2021.

The aim of the 14th CISIS 20121 conference is to offer a meeting opportunity for academic and industry-related researchers belonging to the various, vast communities of computational intelligence, information security, and data mining. The need for intelligent, flexible behavior by large, complex systems, especially in mission-critical domains, is intended to be the catalyst and the aggregation stimulus for the overall event.

After a through peer-review process, the CISIS 2021 International Program Committee selected 23 papers which are published in these conference proceedings achieving an acceptance rate of 40%. In this relevant edition, a special emphasis was put on the organization of special sessions. One special session is organized related to relevant topics as follows: building trust in ecosystems and ecosystem components.

In the case of 12th ICEUTE 2021, the International Program Committee selected 17 papers, which are published in these conference proceedings. One special session is organized related to relevant topics as follows: sustainable personal goals: engaging students in their learning process.

The selection of papers is extremely rigorous in order to maintain the high quality of the conference, and we would like to thank the members of the program committees for their hard work in the reviewing process. This is a crucial process to the creation of a high standard conference, and the CISIS and ICEUTE conferences would not exist without their help.



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Keywords

Table of contents (41 papers)

  1. Front Matter

    Pages i-xix
    Download chapter PDF

  2. General Track

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. A Fast Heterogeneous Approach to Enhanced Blockchain Attack Resilience and Mitigation

      • Ciprian Pungila, Viorel Negru
      Pages 3-12

    3. Estimating Re-identification Risk by Means of Formal Conceptualization

      • Gonzalo A. Aranda-Corral, Joaquín Borrego-Díaz, Juan Galán-Páez
      Pages 13-22

    4. Beta Hebbian Learning for Intrusion Detection in Networks of IoT Devices

      • Álvaro Michelena Grandío, María Teresa García Ordás, David Yeregui Marcos del Blanco, José Aveleira-Mata, Francisco Zayas-Gato, Esteban Jove et al.
      Pages 23-32

    5. Attacks Detection on Sampled Netflow Traffic Through Image Analysis with Convolutional Neural Networks (CNN)

      • Alberto Fernández de Retana, Alberto Miranda-García, Ángel Manuel Guerrero, Camino Fernández-Llamas
      Pages 33-40

    6. Analysis of the Performance of Different Accountability Strategies for Autonomous Robots

      • Laura Fernández-Becerra, Ángel Manuel Guerrero-Higueras, Francisco Javier Rodríguez-Lera, Camino Fernández-Llamas
      Pages 41-51

    7. Analysis of NetFlow Features’ Importance in Malicious Network Traffic Detection

      • Adrián Campazas-Vega, Ignacio Samuel Crespo-Martínez, Ángel Manuel Guerrero-Higueras, Claudia Álvarez-Aparicio, Vicente Matellán
      Pages 52-61

    8. Localizing Worst-Parent Rank Attack Using Intelligent Edges of Smart Buildings

      • G. V. K. Sasirekha, V. Bhanu Prakash, Jyotsna Bapat, Debabrata Das
      Pages 62-72

    9. Towards a Fog Based Computing Conceptual Framework for Biometric Digital Identification Systems

      • Alphanso Murray, Ronald Brown, Sean Thorpe, Maurice Edwards, Everton Walker, David Kelly et al.
      Pages 73-83

    10. Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach

      • José Aveleira-Mata, Esteban Jove, David Yeregui Marcos del Blanco, María Teresa García Ordás, Francisco Zayas-Gato, Álvaro Michelena et al.
      Pages 84-93

    11. Fuzzy Logic System for Risk and Energy Efficiency Estimation of Driving Maneuvers

      • F. Barreno, M. Santos, M. Romana
      Pages 94-104

    12. Machine Learning Ensemble Methods for Optical Network Traffic Prediction

      • Daniel Szostak
      Pages 105-115

    13. Assessing the Impact of Batch-Based Data Aggregation Techniques for Feature Engineering on Machine Learning-Based Network IDSs

      • Roberto Magán-Carrión, Daniel Urda, Ignacio Díaz-Cano, Bernabé Dorronsoro
      Pages 116-125

    14. Gait-Based Authentication Using a RGB Camera

      • Verónica Toral-Álvarez, Claudia Álvarez-Aparicio, Ángel Manuel Guerrero-Higueras, Camino Fernández-Llamas
      Pages 126-135

    15. The Neverending Story: Memory Corruption 30 Years Later

      • Oscar Llorente-Vazquez, Igor Santos, Iker Pastor-Lopez, Pablo Garcia Bringas
      Pages 136-145

    16. StegoPass – Utilization of Steganography to Produce a Novel Unbreakable Biometric Based Password Authentication Scheme

      • Konstantinos Karampidis, Euangelos Linardos, Ergina Kavallieratou
      Pages 146-155

    17. A Repeated Mistake is a Choice: Considering Security Issues and Risks in Quantum Computing from Scratch

      • Danel Arias, Borja Sanz, José Gaviria de la Puerta, Iker Pastor, Pablo García Bringas
      Pages 156-166

    18. Advanced 3D Visualization of Android Malware Families

      • Nuño Basurto, Héctor Quintián, Daniel Urda, José Luis Calvo-Rolle, Álvaro Herrero, Emilio Corchado
      Pages 167-177

  3. SPECIAL SESSION: Building Trust in Ecosystems and Ecosystem Components

    1. Front Matter

      Pages 179-179
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Other volumes

  1. 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021)

Editors and Affiliations

  • Department of Computing, Electronics and Communication Technologies, University of Deusto, Bilbao, Spain

    Juan José Gude Prego, José Gaviria de la Puerta

  • Department of Mechanics, Design and Industrial Management, University of Deusto, Bilbao, Spain

    Pablo García Bringas

  • Department of Industrial Engineering, University of A Coruña, Ferrol, Spain

    Héctor Quintián

  • BISITE Research Group, University of Salamanca, Salamanca, Spain

    Emilio Corchado

Bibliographic Information

  • Book Title: 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021)

  • Editors: Juan José Gude Prego, José Gaviria de la Puerta, Pablo García Bringas, Héctor Quintián, Emilio Corchado

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-87872-6

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-030-87871-9Published: 22 September 2021

  • eBook ISBN: 978-3-030-87872-6Published: 21 September 2021

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XIX, 416

  • Number of Illustrations: 24 b/w illustrations, 113 illustrations in colour

  • Topics: Computational Intelligence, Data Engineering

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